Blogs

Insights de desenvolvedores e artigos práticos dos nossos experts para inspirar e fortalecer suas buscas

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HNSW graph: How to improve Elasticsearch performance
Elasticsearch Labs

HNSW graph: How to improve Elasticsearch performance

Learn how to use the HNSW graph M and ef_construction parameters to improve search performance.

Simon Cooper
Elasticsearch plugin for UBI: Analyze user data in Kibana
Elasticsearch Labs

Elasticsearch plugin for UBI: Analyze user data in Kibana

Discover how to capture user behavior data using the Elasticsearch plugin for UBI and build a custom dashboard in Kibana to analyze it.

Eduard Martin
Your first Elastic Agent: From a single query to an AI-powered chat
Elasticsearch Labs

Your first Elastic Agent: From a single query to an AI-powered chat

Learn how to use Elastic’s AI Agent builder to create specialized AI agents. In this blog, we'll be building a financial AI Agent.

Jeff Vestal
Understanding chunking strategies in Elasticsearch
Elasticsearch Labs

Understanding chunking strategies in Elasticsearch

Learn the fundamentals of document chunking in Elasticsearch, compare different chunking strategies, and discover how your chunking choices impact search quality and relevance.

Alexander Dávila
How to set up and deploy Elasticsearch via Azure Marketplace
Elasticsearch Labs

How to set up and deploy Elasticsearch via Azure Marketplace

Learn how to set up and deploy Elasticsearch using Azure Native ISV Service.

Eduard Martin
Building AI Agentic workflows with Elasticsearch
Elasticsearch Labs

Building AI Agentic workflows with Elasticsearch

Learn about Agent Builder, a new AI layer in Elasticsearch that provides a framework for building AI agentic workflows, using hybrid search to provide agents with the context they need to reason and act.

Anish Mathur
Elastic Open Web Crawler as a code
Elasticsearch Labs

Elastic Open Web Crawler as a code

Learn how to use GitHub Actions to manage Elastic Open Crawler configurations, so every time we push changes to the repository, the changes are automatically applied to the deployed instance of the crawler.

Gustavo Llermaly
Using TwelveLabs’ Marengo video embedding model with Amazon Bedrock and Elasticsearch
Elasticsearch Labs

Using TwelveLabs’ Marengo video embedding model with Amazon Bedrock and Elasticsearch

Creating a small app to search video embeddings from TwelveLabs' Marengo model.

Dave Erickson
Elasticsearch’s ES|QL Editor experience vs. OpenSearch’s PPL Event Analyzer
Elasticsearch Labs

Elasticsearch’s ES|QL Editor experience vs. OpenSearch’s PPL Event Analyzer

Discover how ES|QL Editor’s advanced features accelerate your workflow, directly contrasting OpenSearch’s PPL Event Analyzer’s manual approach.

Libby Lin
Introducing the ES|QL query builder for the Elasticsearch Ruby Client
Elasticsearch Labs

Introducing the ES|QL query builder for the Elasticsearch Ruby Client

Learn how to use the recently released ES|QL query builder for the Elasticsearch Ruby Client. A tool to build ES|QL queries more easily with Ruby code.

Fernando Briano
Hybrid search and semantic reranking with Elasticsearch and GCP
Elasticsearch Labs

Hybrid search and semantic reranking with Elasticsearch and GCP

Learn how to build a complete hybrid search application with a semantic reranker using only GCP components and Elasticsearch.

Jhon Guzmán
Balancing the scales: Making reciprocal rank fusion (RRF) smarter with weights
Elasticsearch Labs

Balancing the scales: Making reciprocal rank fusion (RRF) smarter with weights

Exploring weighted reciprocal rank fusion​ (RRF) in Elasticsearch and how it works through practical examples.

Mridula Sivanandan